Models / LightGBM

Undercut Threat

P(an undercut attempt against the car ahead succeeds), when in range.

LightGBManalytics.strategy

How it works

Scores undercut viability from the gap to the car ahead, both cars' tyre states, pit-loss at the circuit, and pace deltas. Present on the payload only when the car ahead is within the strategic gap threshold.

Inputs

  • gap to car ahead
  • both tyre states
  • circuit pit loss
  • pace deltas

Output

drivers[].undercutThreat.probabilityCalibrated success probability.
drivers[].undercutThreat.viableWhether the window is open at all.
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